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Long-sequence voltage series forecasting for internal short circuit early detection of lithium-ion batteries

Accurate early detection of internal short circuits (ISCs) is indispensable for safe and reliable application of lithium-ion batteries (LiBs). However, the major challenge is finding a reliable standard to judge whether the battery suffers from ISCs. In this work, a deep learning approach with multi...

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Detalles Bibliográficos
Autores principales: Cui, Binghan, Wang, Han, Li, Renlong, Xiang, Lizhi, Du, Jiannan, Zhao, Huaian, Li, Sai, Zhao, Xinyue, Yin, Geping, Cheng, Xinqun, Ma, Yulin, Huo, Hua, Zuo, Pengjian, Han, Guokang, Du, Chunyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318363/
https://www.ncbi.nlm.nih.gov/pubmed/37409054
http://dx.doi.org/10.1016/j.patter.2023.100732